Triple

T11302681
Position Surface form Disambiguated ID Type / Status
Subject Voltaic languages E267634 entity
Predicate hasMemberLanguage P7390 FINISHED
Object Kusaal
Kusaal is a Gur (Voltaic) language spoken primarily in northeastern Ghana and parts of Burkina Faso by the Kusaasi people.
 E917980 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Kusaal | Statement: [Voltaic languages, hasMemberLanguage, Kusaal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Kusaal
Context triple: [Voltaic languages, hasMemberLanguage, Kusaal]
  • A. Koasati
    Koasati are a Native American people of the Southeastern United States, closely related to the Alabama tribe and known for their Muskogean language and cultural traditions.
  • B. Churulia
    Churulia is a village in the Paschim Bardhaman district of West Bengal, India, best known as the birthplace of the revolutionary poet Kazi Nazrul Islam.
  • C. Thakali
    The Thakali are an indigenous ethnic group of Nepal, traditionally known as prosperous traders and hoteliers along the Kali Gandaki Valley and for their distinctive cuisine and cultural practices.
  • D. Ndyuka
    The Ndyuka are a Maroon people of Suriname and French Guiana, descended from escaped African slaves and known for their distinct language, culture, and semi-autonomous communities in the rainforest interior.
  • E. Kuanua
    Kuanua is an Austronesian language spoken primarily by the Tolai people of East New Britain in Papua New Guinea.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Kusaal
Triple: [Voltaic languages, hasMemberLanguage, Kusaal]
Generated description
Kusaal is a Gur (Voltaic) language spoken primarily in northeastern Ghana and parts of Burkina Faso by the Kusaasi people.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Kusaal
Target entity description: Kusaal is a Gur (Voltaic) language spoken primarily in northeastern Ghana and parts of Burkina Faso by the Kusaasi people.
  • A. Koasati
    Koasati are a Native American people of the Southeastern United States, closely related to the Alabama tribe and known for their Muskogean language and cultural traditions.
  • B. Churulia
    Churulia is a village in the Paschim Bardhaman district of West Bengal, India, best known as the birthplace of the revolutionary poet Kazi Nazrul Islam.
  • C. Thakali
    The Thakali are an indigenous ethnic group of Nepal, traditionally known as prosperous traders and hoteliers along the Kali Gandaki Valley and for their distinctive cuisine and cultural practices.
  • D. Ndyuka
    The Ndyuka are a Maroon people of Suriname and French Guiana, descended from escaped African slaves and known for their distinct language, culture, and semi-autonomous communities in the rainforest interior.
  • E. Kuanua
    Kuanua is an Austronesian language spoken primarily by the Tolai people of East New Britain in Papua New Guinea.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9a5c3788190ba54eda514b97903 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a57366081908a05fc52c5d4074c completed April 19, 2026, 5:01 p.m.
NEDg Description generation batch_69e510f9edb4819097e9fa1ce85504ed completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516ac8dec81909c9c1eece372189e completed April 19, 2026, 5:53 p.m.
Created at: April 8, 2026, 9:32 p.m.